OmniPack: Unified Token Compression for Efficient Omni-modal Large Language Models Paper • 2608.03812 • Published 2 days ago • 23
Beacon: Knowing When and How to Perform Agentic Visual Reasoning Paper • 2607.28595 • Published 7 days ago • 52
MultiRef-Compass: Towards Comprehensive Evaluation of Multi-Reference-to-Audio-Video Generation Paper • 2607.14189 • Published 22 days ago • 34
KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Paper • 2607.14202 • Published 22 days ago • 42
Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos Paper • 2605.18984 • Published May 18 • 22
When Modalities Conflict: How Unimodal Reasoning Uncertainty Governs Preference Dynamics in MLLMs Paper • 2511.02243 • Published Nov 4, 2025 • 25
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model Paper • 2504.10068 • Published Apr 14, 2025 • 30